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Title:

Concurrent Ischemic Lesion Age Estimation and Segmentation of CT Brain Using a Transformer-Based Network.

Document type:
Journal Article
Author(s):
Marcus, Adam; Bentley, Paul; Rueckert, Daniel
Abstract:
The cornerstone of stroke care is expedient management that varies depending on the time since stroke onset. Consequently, clinical decision making is centered on accurate knowledge of timing and often requires a radiologist to interpret Computed Tomography (CT) of the brain to confirm the occurrence and age of an event. These tasks are particularly challenging due to the subtle expression of acute ischemic lesions and the dynamic nature of their appearance. Automation efforts have not yet appli...     »
Journal title abbreviation:
IEEE Trans Med Imaging
Year:
2023
Journal volume:
42
Journal issue:
12
Pages contribution:
3464-3473
Fulltext / DOI:
doi:10.1109/TMI.2023.3287361
Pubmed ID:
http://view.ncbi.nlm.nih.gov/pubmed/37335797
Print-ISSN:
0278-0062
TUM Institution:
Institut für KI und Informatik in der Medizin (Prof. Rückert)
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